Rain pattered softly against the attic window as Daniel settled into his armchair, a well-loved book resting in his lap. The scent of old paper and dust filled the air, a familiar comfort. He took a deep breath, letting the scent ground him. He felt… well, good. He'd been looking forward to this all day.

He heard the front door open downstairs. Footsteps ascended the creaking stairs. Then, a voice – his partner, Chloe – called out, "Nǐ hǎo, darling! How was your day?" He slowly lowered the book, a slight furrow in his brow.

He thought, "That's… new." He waited for her to repeat herself, thinking he may have misheard her, but she didn't. He closed his book and set it aside, his curiosity piqued.

Emotion: calm

Cluster: Calm / Serenity
PC1 (Valence): 2.72 Positive
PC2 (Disposition): -1.82

Role in Research

This story is one of 1,000 stories generated for the emotion calm. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 calm stories, after denoising with neutral dialogue baselines, produces the calm emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the calm vector is projected through the unembedding matrix.

Promoted:
मुस्कुरा0.415
enjoying0.405
leisurely0.388
:)0.382
কিছুক্ষণ0.382
Suppressed:
S-0.527
L-0.499
worse-0.454
even-0.422
😣-0.420